If parent one pays the deposit, parent 2 should see a green banner that lets them know the deposit has been paid already.
The deposit is processed once it is submitted by parent one. The system does not wait for parent 2 to sign before processing the Contract Deposit. However the deposit will not show up in Reconcile Fees until parent 2 signs the contract. The deposit will appear in the payment gateway reports.